Books
Smart Mobility Book Cover
Alaa Khamis. Smart Mobility: Exploring Foundational Technologies and Wider Impacts. Apress (Springer Nature), ISBN 978-1633438835, 2024.

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Optimization Algorithms Book Cover
Alaa Khamis. Optimization Algorithms: AI techniques for design, planning, and control problems. Manning Publications, ISBN 978-1633438835, 2024.

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Journals
Alaa Khamis. Agentic AI Systems: Architecture and Evaluation using a Frictionless Parking Scenario. IEEE Access, 2025.
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Alaa Khamis. Smart Mobility Education and Capacity Building for Sustainable Development: A Review and Case Study. Sustainability, 17, 7999,2025.
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Alaa Khamis and Partha Goswami. Rethinking Vehicle Architecture Through Softwarization and Servitization. IEEE Access, 2025.
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Ahmed Elgazwy, Khalid Elgazzar, Alaa Khamis. Predicting Pedestrian Crossing Intentions in Adverse Weather with Self-Attention Models. IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2025.
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Conferences
Ousman Khan and Alaa Khamis. Heuristics-based Resource Allocation in Software-defined Vehicles. 2025 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT), Marrakech, Morocco, 2025.
GitHub
Ziqi Zhou, Jingyue Zhang, Jingyuan Zhang, Boyue Wang, Tianyu Shi, Alaa Khamis. Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models. arXiv:2405.04135, 2024.
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Haowei Li, Mufeng Wang, Jiarui Zhang, Tianyu Shi, Alaa Khamis. A Contextual Multi-armed Bandit Approach to Personalized Trip Itinerary Planning. 2024 IEEE International Conference on Smart Mobility (SM), 2024.
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Tamas Haidegger, Vincent Mai, Carl Mörch, Dominik BO Boesl, An Jacobs, Alaa Khamis, Luca Lach, Bram Vanderborght. Sustainable Robotics-Translating the UN Sustainable Development Goals to our Domain. 40th Anniversary of the IEEE Conference on Robotics and Automation, 2024.
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Knowledge Sharing Hub
The AI4SM Lab publishes and maintains the AI for Smart Mobility hub on Medium.com, a collaborative platform dedicated to exploring AI's transformative impact on transportation infrastructure, people mobility, and logistics, featuring diverse use cases supported by code and data.

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Lab GitHub
GitHub AI4SM Lab GitHub Repo
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